Pandas Profiling Report

Dataset info

Number of variables	51
Number of observations	130
Missing cells	0 (0.0%)
Duplicate rows	0 (0.0%)
Total size in memory	49.3 KiB
Average record size in memory	388.0 B

Variables types

Numeric	22
Categorical	6
Boolean	4
Date	0
URL	0
Text (Unique)	0
Rejected	18
Unsupported	0

Warnings

`cdct_count` has 102 (78.5%) zeros	Zeros
`cddt_count` has 121 (93.1%) zeros	Zeros
`cdnt_count` has 73 (56.2%) zeros	Zeros
`cdpt_count` has 124 (95.4%) zeros	Zeros
`cdrt_count` has 95 (73.1%) zeros	Zeros
`cloc_count` has 17 (13.1%) zeros	Zeros
`na_count` has 108 (83.1%) zeros	Zeros
`nc_count` has 119 (91.5%) zeros	Zeros
`nc_max` is highly correlated with `nc_count` (ρ = 0.9384147708)	Rejected
`nc_mean` is highly correlated with `nc_max` (ρ = 0.9697709999)	Rejected
`nc_min` has constant value "0.0"	Rejected
`nco_count` has 74 (56.9%) zeros	Zeros
`ncys_count` has 110 (84.6%) zeros	Zeros
`ngc_count` has 77 (59.2%) zeros	Zeros
`ngp_count` has 45 (34.6%) zeros	Zeros
`ngro_count` has constant value "0.0"	Rejected
`ni_count` has 24 (18.5%) zeros	Zeros
`nif_count` has 96 (73.8%) zeros	Zeros
`ninp_count` has 78 (60.0%) zeros	Zeros
`nkeys_count` is highly correlated with `loc_count` (ρ = 0.9722208285)	Rejected
`nn_count` has 110 (84.6%) zeros	Zeros
`nnt_count` is highly correlated with `nn_count` (ρ = 0.9315756529)	Rejected
`np_count` has constant value "0.0"	Rejected
`np_max` has constant value "0.0"	Rejected
`np_mean` has constant value "0.0"	Rejected
`np_median` has constant value "0.0"	Rejected
`np_min` has constant value "0.0"	Rejected
`npol_count` has constant value "0.0"	Rejected
`nr_count` has constant value "0.0"	Rejected
`nrq_count` is highly correlated with `nn_count` (ρ = 0.9276052195)	Rejected
`nrt_count` has constant value "0.0"	Rejected
`nscm_count` has 122 (93.8%) zeros	Zeros
`nsh_count` has 102 (78.5%) zeros	Zeros
`ntkn_count` is highly correlated with `loc_count` (ρ = 0.9135716037)	Rejected
`nw_count` has constant value "0.0"	Rejected
`ttb_check` is highly correlated with `nnt_count` (ρ = 0.9299802754)	Rejected

bloc_count
Numeric

Distinct count	26
Unique (%)	20.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	10.63076923
Minimum	2
Maximum	88
Zeros (%)	0.0%

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Quantile statistics

Minimum	2
5-th percentile	2
Q1	5
Median	7
Q3	12
95-th percentile	26.55
Maximum	88
Range	86
Interquartile range	7

Descriptive statistics

Standard deviation	11.12029952
Coef of variation	1.046048435
Kurtosis	22.89634768
Mean	10.63076923
MAD	6.509822485
Skewness	4.091197048
Sum	1382
Variance	123.6610614
Memory size	1.1 KiB

Histogram with fixed size bins (bins=26)

Histogram with variable size bins (bins=[ 2. 12.5 33. 88. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
6	15	11.5%
7	14	10.8%
10	12	9.2%
5	11	8.5%
3	11	8.5%
4	9	6.9%
12	8	6.2%
2	8	6.2%
8	6	4.6%
11	6	4.6%
Other values (16)	30	23.1%

Minimum 5 values

Value	Count	Frequency (%)
2	8	6.2%
3	11	8.5%
4	9	6.9%
5	11	8.5%
6	15	11.5%

Maximum 5 values

Value	Count	Frequency (%)
88	1	0.8%
69	1	0.8%
34	2	1.5%
32	2	1.5%
27	1	0.8%

cdat_count
Categorical

Distinct count	3
Unique (%)	2.3%
Missing (%)	0.0%
Missing (n)	0

0	123
1	4
8	3

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Common values
Composition

Value	Count	Frequency (%)
0	123	94.6%
1	4	3.1%
8	3	2.3%

Max length	3
Mean length	3
Min length	3
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	True

cdct_count
Numeric

Distinct count	7
Unique (%)	5.4%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.7
Minimum	0
Maximum	15
Zeros (%)	78.5%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	2.55
Maximum	15
Range	15
Interquartile range	0

Descriptive statistics

Standard deviation	2.435684327
Coef of variation	3.479549038
Kurtosis	27.02019759
Mean	0.7
MAD	1.098461538
Skewness	5.112523812
Sum	91
Variance	5.93255814
Memory size	1.1 KiB

Histogram with fixed size bins (bins=7)

Histogram with variable size bins (bins=[ 0. 0.5 2.5 15. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	102	78.5%
1	15	11.5%
2	6	4.6%
15	3	2.3%
3	2	1.5%
4	1	0.8%
9	1	0.8%

Minimum 5 values

Value	Count	Frequency (%)
0	102	78.5%
1	15	11.5%
2	6	4.6%
3	2	1.5%
4	1	0.8%

Maximum 5 values

Value	Count	Frequency (%)
15	3	2.3%
9	1	0.8%
4	1	0.8%
3	2	1.5%
2	6	4.6%

cddt_count
Numeric

Distinct count	8
Unique (%)	6.2%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.8384615385
Minimum	0
Maximum	20
Zeros (%)	93.1%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	2.65
Maximum	20
Range	20
Interquartile range	0

Descriptive statistics

Standard deviation	3.695385445
Coef of variation	4.407340438
Kurtosis	19.33762221
Mean	0.8384615385
MAD	1.560828402
Skewness	4.527730385
Sum	109
Variance	13.65587358
Memory size	1.1 KiB

Histogram with fixed size bins (bins=8)

Histogram with variable size bins (bins=[ 0. 0.5 20. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	121	93.1%
1	2	1.5%
19	2	1.5%
20	1	0.8%
4	1	0.8%
18	1	0.8%
17	1	0.8%
10	1	0.8%

Minimum 5 values

Value	Count	Frequency (%)
0	121	93.1%
1	2	1.5%
4	1	0.8%
10	1	0.8%
17	1	0.8%

Maximum 5 values

Value	Count	Frequency (%)
20	1	0.8%
19	2	1.5%
18	1	0.8%
17	1	0.8%
10	1	0.8%

cdgt_count
Boolean

Distinct count	2
Unique (%)	1.5%
Missing (%)	0.0%
Missing (n)	0

0	126
1	4

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Value	Count	Frequency (%)
0	126	96.9%
1	4	3.1%

cdit_count
Categorical

Distinct count	2
Unique (%)	1.5%
Missing (%)	0.0%
Missing (n)	0

0	127
3	3

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Common values
Composition

Value	Count	Frequency (%)
0	127	97.7%
3	3	2.3%

Max length	3
Mean length	3
Min length	3
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	True

cdnt_count
Numeric

Distinct count	12
Unique (%)	9.2%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.576923077
Minimum	0
Maximum	22
Zeros (%)	56.2%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	1
95-th percentile	7.55
Maximum	22
Range	22
Interquartile range	1

Descriptive statistics

Standard deviation	3.714345508
Coef of variation	2.355438615
Kurtosis	16.76039787
Mean	1.576923077
MAD	2.001775148
Skewness	3.940756817
Sum	205
Variance	13.79636255
Memory size	1.1 KiB

Histogram with fixed size bins (bins=12)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 4.5 22. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	73	56.2%
1	26	20.0%
2	12	9.2%
3	5	3.8%
4	4	3.1%
22	2	1.5%
5	2	1.5%
16	2	1.5%
8	1	0.8%
7	1	0.8%
Other values (2)	2	1.5%

Minimum 5 values

Value	Count	Frequency (%)
0	73	56.2%
1	26	20.0%
2	12	9.2%
3	5	3.8%
4	4	3.1%

Maximum 5 values

Value	Count	Frequency (%)
22	2	1.5%
16	2	1.5%
14	1	0.8%
9	1	0.8%
8	1	0.8%

cdpt_count
Numeric

Distinct count	5
Unique (%)	3.8%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.1615384615
Minimum	0
Maximum	5
Zeros (%)	95.4%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	0
Maximum	5
Range	5
Interquartile range	0

Descriptive statistics

Standard deviation	0.8146321389
Coef of variation	5.04296086
Kurtosis	28.66633371
Mean	0.1615384615
MAD	0.3081656805
Skewness	5.373341804
Sum	21
Variance	0.6636255218
Memory size	1.1 KiB

Histogram with fixed size bins (bins=5)

Histogram with variable size bins (bins=[0. 0.5 5. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	124	95.4%
5	3	2.3%
3	1	0.8%
2	1	0.8%
1	1	0.8%

Minimum 5 values

Value	Count	Frequency (%)
0	124	95.4%
1	1	0.8%
2	1	0.8%
3	1	0.8%
5	3	2.3%

Maximum 5 values

Value	Count	Frequency (%)
5	3	2.3%
3	1	0.8%
2	1	0.8%
1	1	0.8%
0	124	95.4%

cdrt_count
Numeric

Distinct count	7
Unique (%)	5.4%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.6769230769
Minimum	0
Maximum	14
Zeros (%)	73.1%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	1
95-th percentile	3
Maximum	14
Range	14
Interquartile range	1

Descriptive statistics

Standard deviation	1.860296653
Coef of variation	2.74816551
Kurtosis	24.7011293
Mean	0.6769230769
MAD	0.9893491124
Skewness	4.555462429
Sum	88
Variance	3.460703637
Memory size	1.1 KiB

Histogram with fixed size bins (bins=7)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 4. 14. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	95	73.1%
1	21	16.2%
2	5	3.8%
3	3	2.3%
8	3	2.3%
5	2	1.5%
14	1	0.8%

Minimum 5 values

Value	Count	Frequency (%)
0	95	73.1%
1	21	16.2%
2	5	3.8%
3	3	2.3%
5	2	1.5%

Maximum 5 values

Value	Count	Frequency (%)
14	1	0.8%
8	3	2.3%
5	2	1.5%
3	3	2.3%
2	5	3.8%

cloc_count
Numeric

Distinct count	19
Unique (%)	14.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	6.623076923
Minimum	0
Maximum	140
Zeros (%)	13.1%

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Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
Median	4
Q3	7
95-th percentile	12.1
Maximum	140
Range	140
Interquartile range	4

Descriptive statistics

Standard deviation	13.33716925
Coef of variation	2.013742162
Kurtosis	79.17176112
Mean	6.623076923
MAD	5.05112426
Skewness	8.214260182
Sum	861
Variance	177.8800835
Memory size	1.1 KiB

Histogram with fixed size bins (bins=19)

Histogram with variable size bins (bins=[ 0. 0.5 2.5 3.5 7.5 12. 140. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
3	40	30.8%
0	17	13.1%
5	15	11.5%
7	11	8.5%
10	10	7.7%
6	10	7.7%
4	5	3.8%
1	4	3.1%
11	4	3.1%
8	3	2.3%
Other values (9)	11	8.5%

Minimum 5 values

Value	Count	Frequency (%)
0	17	13.1%
1	4	3.1%
2	1	0.8%
3	40	30.8%
4	5	3.8%

Maximum 5 values

Value	Count	Frequency (%)
140	1	0.8%
49	1	0.8%
31	1	0.8%
26	1	0.8%
25	1	0.8%

cluster_prediction
Categorical

Distinct count	3
Unique (%)	2.3%
Missing (%)	0.0%
Missing (n)	0

0	69
1	51
2	10

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Common values
Composition

Value	Count	Frequency (%)
0	69	53.1%
1	51	39.2%
2	10	7.7%

Max length	1
Mean length	1
Min length	1
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	False

df_index
Path

Distinct count	130
Unique (%)	100.0%
Missing (%)	0.0%
Missing (n)	0
Common prefix	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\2. Total Industry\

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Value	Count	Frequency (%)
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\relationships.yaml	1	0.8%
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types (59).yml	1	0.8%
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types (3).yaml	1	0.8%
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\relationships (6).yaml	1	0.8%
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types (60).yml	1	0.8%
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types (6).yml	1	0.8%
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\interfaces (3).yaml	1	0.8%
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types (8).yaml	1	0.8%
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types (46).yml	1	0.8%
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\data (2).yaml	1	0.8%
Other values (120)	120	92.3%

Value	Count	Frequency (%)
types (5)	2	1.5%
types (14)	2	1.5%
types (6)	2	1.5%
types (10)	2	1.5%
types (3)	2	1.5%
types (4)	2	1.5%
types (12)	2	1.5%
types (7)	2	1.5%
types	2	1.5%
types (11)	2	1.5%
Other values (107)	110	84.6%

Value	Count	Frequency (%)
types (13).yaml	1	0.8%
types (12).yaml	1	0.8%
types (57).yml	1	0.8%
types (48).yml	1	0.8%
nodes (3).yaml	1	0.8%
types (21).yml	1	0.8%
agentless.yaml	1	0.8%
nodes (6).yaml	1	0.8%
types (4).yaml	1	0.8%
types (27).yml	1	0.8%
Other values (120)	120	92.3%

Value	Count	Frequency (%)
.yaml	69	53.1%
.yml	61	46.9%

Value	Count	Frequency (%)
C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\2. Total Industry	130	100.0%

dpt_count
Numeric

Distinct count	10
Unique (%)	7.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.930769231
Minimum	1
Maximum	10
Zeros (%)	0.0%

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Quantile statistics

Minimum	1
5-th percentile	2
Q1	5
Median	6
Q3	8
95-th percentile	9
Maximum	10
Range	9
Interquartile range	3

Descriptive statistics

Standard deviation	2.020010214
Coef of variation	0.3405983499
Kurtosis	-0.4893278785
Mean	5.930769231
MAD	1.556331361
Skewness	-0.4371190818
Sum	771
Variance	4.080441264
Memory size	1.1 KiB

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 1. 5.5 8.5 10. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
6	39	30.0%
8	27	20.8%
7	15	11.5%
3	11	8.5%
5	10	7.7%
4	10	7.7%
2	9	6.9%
9	6	4.6%
10	2	1.5%
1	1	0.8%

Minimum 5 values

Value	Count	Frequency (%)
1	1	0.8%
2	9	6.9%
3	11	8.5%
4	10	7.7%
5	10	7.7%

Maximum 5 values

Value	Count	Frequency (%)
10	2	1.5%
9	6	4.6%
8	27	20.8%
7	15	11.5%
6	39	30.0%

etp_count
Numeric

Distinct count	95
Unique (%)	73.1%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.963307692
Minimum	2
Maximum	8.28
Zeros (%)	0.0%

Toggle details

Quantile statistics

Minimum	2
5-th percentile	3.32
Q1	5.2725
Median	6.005
Q3	6.94
95-th percentile	7.7555
Maximum	8.28
Range	6.28
Interquartile range	1.6675

Descriptive statistics

Standard deviation	1.340965976
Coef of variation	0.2248694928
Kurtosis	0.7193634682
Mean	5.963307692
MAD	1.042078107
Skewness	-0.8518590907
Sum	775.23
Variance	1.79818975
Memory size	1.1 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[2. 4.78 7.49 8.28], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
5.31	4	3.1%
7.45	4	3.1%
5.63	3	2.3%
2.81	3	2.3%
6.94	3	2.3%
6.87	3	2.3%
2	3	2.3%
4	3	2.3%
5.81	2	1.5%
7.3	2	1.5%
Other values (85)	100	76.9%

Minimum 5 values

Value	Count	Frequency (%)
2	3	2.3%
2.81	3	2.3%
3.32	2	1.5%
3.46	1	0.8%
3.7	1	0.8%

Maximum 5 values

Value	Count	Frequency (%)
8.28	1	0.8%
8.21	1	0.8%
8.1	1	0.8%
7.91	1	0.8%
7.86	2	1.5%

loc_count
Numeric

Distinct count	84
Unique (%)	64.6%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	128.7538462
Minimum	3
Maximum	662
Zeros (%)	0.0%

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Quantile statistics

Minimum	3
5-th percentile	6.45
Q1	29.75
Median	72.5
Q3	193.75
95-th percentile	474.4
Maximum	662
Range	659
Interquartile range	164

Descriptive statistics

Standard deviation	144.5217218
Coef of variation	1.122465279
Kurtosis	3.427152262
Mean	128.7538462
MAD	107.0937278
Skewness	1.861438023
Sum	16738
Variance	20886.52809
Memory size	1.1 KiB

Histogram with fixed size bins (bins=50)

Histogram with variable size bins (bins=[ 3. 18. 90.5 330.5 662. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
71	5	3.8%
46	5	3.8%
11	4	3.1%
142	3	2.3%
326	3	2.3%
85	3	2.3%
3	3	2.3%
12	3	2.3%
225	3	2.3%
73	3	2.3%
Other values (74)	95	73.1%

Minimum 5 values

Value	Count	Frequency (%)
3	3	2.3%
5	2	1.5%
6	2	1.5%
7	2	1.5%
8	1	0.8%

Maximum 5 values

Value	Count	Frequency (%)
662	1	0.8%
647	1	0.8%
623	1	0.8%
585	1	0.8%
512	2	1.5%

na_count
Numeric

Distinct count	9
Unique (%)	6.9%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.7
Minimum	0
Maximum	22
Zeros (%)	83.1%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	3
Maximum	22
Range	22
Interquartile range	0

Descriptive statistics

Standard deviation	2.595912111
Coef of variation	3.708445873
Kurtosis	42.01433981
Mean	0.7
MAD	1.163076923
Skewness	6.006942491
Sum	91
Variance	6.73875969
Memory size	1.1 KiB

Histogram with fixed size bins (bins=9)

Histogram with variable size bins (bins=[ 0. 0.5 4. 22. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	108	83.1%
1	8	6.2%
3	5	3.8%
2	3	2.3%
7	2	1.5%
15	1	0.8%
5	1	0.8%
6	1	0.8%
22	1	0.8%

Minimum 5 values

Value	Count	Frequency (%)
0	108	83.1%
1	8	6.2%
2	3	2.3%
3	5	3.8%
5	1	0.8%

Maximum 5 values

Value	Count	Frequency (%)
22	1	0.8%
15	1	0.8%
7	2	1.5%
6	1	0.8%
5	1	0.8%

nc_count
Numeric

Distinct count	9
Unique (%)	6.9%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.5153846154
Minimum	0
Maximum	18
Zeros (%)	91.5%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	3
Maximum	18
Range	18
Interquartile range	0

Descriptive statistics

Standard deviation	2.228200565
Coef of variation	4.323374231
Kurtosis	34.03547577
Mean	0.5153846154
MAD	0.9435502959
Skewness	5.466321506
Sum	67
Variance	4.964877758
Memory size	1.1 KiB

Histogram with fixed size bins (bins=9)

Histogram with variable size bins (bins=[ 0. 0.5 18. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	119	91.5%
1	3	2.3%
3	2	1.5%
8	1	0.8%
10	1	0.8%
7	1	0.8%
9	1	0.8%
18	1	0.8%
6	1	0.8%

Minimum 5 values

Value	Count	Frequency (%)
0	119	91.5%
1	3	2.3%
3	2	1.5%
6	1	0.8%
7	1	0.8%

Maximum 5 values

Value	Count	Frequency (%)
18	1	0.8%
10	1	0.8%
9	1	0.8%
8	1	0.8%
7	1	0.8%

nc_max
Highly correlated

This variable is highly correlated with nc_count and should be ignored for analysis

Correlation	0.9384147708

nc_mean
Highly correlated

This variable is highly correlated with nc_max and should be ignored for analysis

Correlation	0.9697709999

nc_median
Boolean

Distinct count	2
Unique (%)	1.5%
Missing (%)	0.0%
Missing (n)	0

0	128
1	2

Toggle details

Value	Count	Frequency (%)
0	128	98.5%
1	2	1.5%

nc_min
Constant

This variable is constant and should be ignored for analysis

Constant value	0.0

nco_count
Numeric

Distinct count	11
Unique (%)	8.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.715384615
Minimum	0
Maximum	12
Zeros (%)	56.9%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	3
95-th percentile	8
Maximum	12
Range	12
Interquartile range	3

Descriptive statistics

Standard deviation	2.697212501
Coef of variation	1.572366032
Kurtosis	3.045023689
Mean	1.715384615
MAD	2.06295858
Skewness	1.829350317
Sum	223
Variance	7.274955277
Memory size	1.1 KiB

Histogram with fixed size bins (bins=11)

Histogram with variable size bins (bins=[ 0. 0.5 4.5 12. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	74	56.9%
2	12	9.2%
1	10	7.7%
4	10	7.7%
3	7	5.4%
8	6	4.6%
6	4	3.1%
5	3	2.3%
12	2	1.5%
7	1	0.8%

Minimum 5 values

Value	Count	Frequency (%)
0	74	56.9%
1	10	7.7%
2	12	9.2%
3	7	5.4%
4	10	7.7%

Maximum 5 values

Value	Count	Frequency (%)
12	2	1.5%
10	1	0.8%
8	6	4.6%
7	1	0.8%
6	4	3.1%

ncys_count
Numeric

Distinct count	10
Unique (%)	7.7%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.8615384615
Minimum	0
Maximum	20
Zeros (%)	84.6%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	4.55
Maximum	20
Range	20
Interquartile range	0

Descriptive statistics

Standard deviation	2.855034574
Coef of variation	3.313879417
Kurtosis	24.05680527
Mean	0.8615384615
MAD	1.457988166
Skewness	4.609460084
Sum	112
Variance	8.151222421
Memory size	1.1 KiB

Histogram with fixed size bins (bins=10)

Histogram with variable size bins (bins=[ 0. 0.5 4.5 20. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	110	84.6%
4	4	3.1%
3	3	2.3%
2	3	2.3%
1	3	2.3%
8	2	1.5%
10	2	1.5%
5	1	0.8%
17	1	0.8%
20	1	0.8%

Minimum 5 values

Value	Count	Frequency (%)
0	110	84.6%
1	3	2.3%
2	3	2.3%
3	3	2.3%
4	4	3.1%

Maximum 5 values

Value	Count	Frequency (%)
20	1	0.8%
17	1	0.8%
10	2	1.5%
8	2	1.5%
5	1	0.8%

nf_count
Categorical

Distinct count	3
Unique (%)	2.3%
Missing (%)	0.0%
Missing (n)	0

0	128
2	1
1	1

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	128	98.5%
2	1	0.8%
1	1	0.8%

Max length	3
Mean length	3
Min length	3
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	True

ngc_count
Numeric

Distinct count	18
Unique (%)	13.8%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	2.784615385
Minimum	0
Maximum	40
Zeros (%)	59.2%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	2
95-th percentile	18.4
Maximum	40
Range	40
Interquartile range	2

Descriptive statistics

Standard deviation	6.906894225
Coef of variation	2.480376379
Kurtosis	12.01429576
Mean	2.784615385
MAD	3.87739645
Skewness	3.442404569
Sum	362
Variance	47.70518784
Memory size	1.1 KiB

Histogram with fixed size bins (bins=18)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 4.5 40. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	77	59.2%
1	18	13.8%
2	7	5.4%
3	6	4.6%
4	6	4.6%
30	2	1.5%
5	2	1.5%
14	2	1.5%
29	1	0.8%
8	1	0.8%
Other values (8)	8	6.2%

Minimum 5 values

Value	Count	Frequency (%)
0	77	59.2%
1	18	13.8%
2	7	5.4%
3	6	4.6%
4	6	4.6%

Maximum 5 values

Value	Count	Frequency (%)
40	1	0.8%
30	2	1.5%
29	1	0.8%
27	1	0.8%
24	1	0.8%

ngp_count
Numeric

Distinct count	33
Unique (%)	25.4%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	10.63846154
Minimum	0
Maximum	128
Zeros (%)	34.6%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	3
Q3	11
95-th percentile	40.55
Maximum	128
Range	128
Interquartile range	11

Descriptive statistics

Standard deviation	18.68507004
Coef of variation	1.756369563
Kurtosis	15.16039692
Mean	10.63846154
MAD	11.90236686
Skewness	3.410973646
Sum	1383
Variance	349.1318426
Memory size	1.1 KiB

Histogram with fixed size bins (bins=33)

Histogram with variable size bins (bins=[ 0. 0.5 4.5 12. 43.5 128. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	45	34.6%
3	11	8.5%
2	9	6.9%
4	7	5.4%
9	6	4.6%
10	4	3.1%
11	4	3.1%
26	4	3.1%
20	4	3.1%
6	4	3.1%
Other values (23)	32	24.6%

Minimum 5 values

Value	Count	Frequency (%)
0	45	34.6%
1	3	2.3%
2	9	6.9%
3	11	8.5%
4	7	5.4%

Maximum 5 values

Value	Count	Frequency (%)
128	1	0.8%
93	1	0.8%
77	1	0.8%
69	1	0.8%
46	1	0.8%

ngro_count
Constant

This variable is constant and should be ignored for analysis

Constant value	0.0

ni_count
Numeric

Distinct count	15
Unique (%)	11.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	3.153846154
Minimum	0
Maximum	18
Zeros (%)	18.5%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	1
Median	2
Q3	4
95-th percentile	10
Maximum	18
Range	18
Interquartile range	3

Descriptive statistics

Standard deviation	3.458416402
Coef of variation	1.096571054
Kurtosis	4.361467967
Mean	3.153846154
MAD	2.4
Skewness	1.974010948
Sum	410
Variance	11.96064401
Memory size	1.1 KiB

Histogram with fixed size bins (bins=15)

Histogram with variable size bins (bins=[ 0. 0.5 4.5 9. 18. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
1	25	19.2%
0	24	18.5%
3	22	16.9%
2	20	15.4%
4	14	10.8%
8	6	4.6%
5	4	3.1%
6	4	3.1%
10	3	2.3%
7	2	1.5%
Other values (5)	6	4.6%

Minimum 5 values

Value	Count	Frequency (%)
0	24	18.5%
1	25	19.2%
2	20	15.4%
3	22	16.9%
4	14	10.8%

Maximum 5 values

Value	Count	Frequency (%)
18	1	0.8%
15	2	1.5%
14	1	0.8%
13	1	0.8%
12	1	0.8%

nif_count
Numeric

Distinct count	9
Unique (%)	6.9%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.7846153846
Minimum	0
Maximum	14
Zeros (%)	73.8%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	1
95-th percentile	3
Maximum	14
Range	14
Interquartile range	1

Descriptive statistics

Standard deviation	2.015385071
Coef of variation	2.568628031
Kurtosis	19.50067845
Mean	0.7846153846
MAD	1.158816568
Skewness	4.062369785
Sum	102
Variance	4.061776983
Memory size	1.1 KiB

Histogram with fixed size bins (bins=9)

Histogram with variable size bins (bins=[ 0. 0.5 4. 14. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	96	73.8%
1	13	10.0%
3	8	6.2%
2	7	5.4%
5	2	1.5%
8	1	0.8%
10	1	0.8%
14	1	0.8%
9	1	0.8%

Minimum 5 values

Value	Count	Frequency (%)
0	96	73.8%
1	13	10.0%
2	7	5.4%
3	8	6.2%
5	2	1.5%

Maximum 5 values

Value	Count	Frequency (%)
14	1	0.8%
10	1	0.8%
9	1	0.8%
8	1	0.8%
5	2	1.5%

ninp_count
Numeric

Distinct count	24
Unique (%)	18.5%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	5.423076923
Minimum	0
Maximum	103
Zeros (%)	60.0%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	6
95-th percentile	20.55
Maximum	103
Range	103
Interquartile range	6

Descriptive statistics

Standard deviation	13.7642754
Coef of variation	2.538093336
Kurtosis	27.24280957
Mean	5.423076923
MAD	7.233727811
Skewness	4.81972134
Sum	705
Variance	189.4552773
Memory size	1.1 KiB

Histogram with fixed size bins (bins=24)

Histogram with variable size bins (bins=[ 0. 0.5 6.5 20.5 103. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	78	60.0%
6	8	6.2%
11	4	3.1%
1	4	3.1%
3	4	3.1%
4	4	3.1%
2	4	3.1%
14	4	3.1%
7	2	1.5%
10	2	1.5%
Other values (14)	16	12.3%

Minimum 5 values

Value	Count	Frequency (%)
0	78	60.0%
1	4	3.1%
2	4	3.1%
3	4	3.1%
4	4	3.1%

Maximum 5 values

Value	Count	Frequency (%)
103	1	0.8%
75	1	0.8%
71	1	0.8%
33	1	0.8%
30	1	0.8%

ninpc_count
Categorical

Distinct count	4
Unique (%)	3.1%
Missing (%)	0.0%
Missing (n)	0

0	121
1	7
0.5	1

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	121	93.1%
1	7	5.4%
0.5	1	0.8%
0.75	1	0.8%

Max length	4
Mean length	3.007692308
Min length	3
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	True

nkeys_count
Highly correlated

This variable is highly correlated with loc_count and should be ignored for analysis

Correlation	0.9722208285

nn_count
Numeric

Distinct count	13
Unique (%)	10.0%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.661538462
Minimum	0
Maximum	29
Zeros (%)	84.6%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	11
Maximum	29
Range	29
Interquartile range	0

Descriptive statistics

Standard deviation	4.674777856
Coef of variation	2.81352371
Kurtosis	14.3424717
Mean	1.661538462
MAD	2.81183432
Skewness	3.555154618
Sum	216
Variance	21.853548
Memory size	1.1 KiB

Histogram with fixed size bins (bins=13)

Histogram with variable size bins (bins=[ 0. 2. 14. 29.], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	110	84.6%
7	3	2.3%
6	3	2.3%
11	2	1.5%
5	2	1.5%
10	2	1.5%
12	2	1.5%
4	1	0.8%
18	1	0.8%
16	1	0.8%
Other values (3)	3	2.3%

Minimum 5 values

Value	Count	Frequency (%)
0	110	84.6%
4	1	0.8%
5	2	1.5%
6	3	2.3%
7	3	2.3%

Maximum 5 values

Value	Count	Frequency (%)
29	1	0.8%
25	1	0.8%
18	1	0.8%
16	1	0.8%
12	2	1.5%

nnt_count
Highly correlated

This variable is highly correlated with nn_count and should be ignored for analysis

Correlation	0.9315756529

nout_count
Categorical

Distinct count	3
Unique (%)	2.3%
Missing (%)	0.0%
Missing (n)	0

0	116
1	13
3	1

Toggle details

Common values
Composition

Value	Count	Frequency (%)
0	116	89.2%
1	13	10.0%
3	1	0.8%

Max length	3
Mean length	3
Min length	3
Contains chars	False
Contains digits	True
Contains spaces	False
Contains non-words	True

np_count
Constant

This variable is constant and should be ignored for analysis

Constant value	0.0

np_max
Constant

This variable is constant and should be ignored for analysis

Constant value	0.0

np_mean
Constant

This variable is constant and should be ignored for analysis

Constant value	0.0

np_median
Constant

This variable is constant and should be ignored for analysis

Constant value	0.0

np_min
Constant

This variable is constant and should be ignored for analysis

Constant value	0.0

npol_count
Constant

This variable is constant and should be ignored for analysis

Constant value	0.0

nr_count
Constant

This variable is constant and should be ignored for analysis

Constant value	0.0

nrq_count
Highly correlated

This variable is highly correlated with nn_count and should be ignored for analysis

Correlation	0.9276052195

nrt_count
Constant

This variable is constant and should be ignored for analysis

Constant value	0.0

nscm_count
Numeric

Distinct count	5
Unique (%)	3.8%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	0.3076923077
Minimum	0
Maximum	24
Zeros (%)	93.8%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	1
Maximum	24
Range	24
Interquartile range	0

Descriptive statistics

Standard deviation	2.188221301
Coef of variation	7.111719229
Kurtosis	108.9159637
Mean	0.3076923077
MAD	0.5775147929
Skewness	10.14389766
Sum	40
Variance	4.788312463
Memory size	1.1 KiB

Histogram with fixed size bins (bins=5)

Histogram with variable size bins (bins=[ 0. 0.5 4. 24. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	122	93.8%
2	4	3.1%
1	2	1.5%
24	1	0.8%
6	1	0.8%

Minimum 5 values

Value	Count	Frequency (%)
0	122	93.8%
1	2	1.5%
2	4	3.1%
6	1	0.8%
24	1	0.8%

Maximum 5 values

Value	Count	Frequency (%)
24	1	0.8%
6	1	0.8%
2	4	3.1%
1	2	1.5%
0	122	93.8%

nsh_count
Numeric

Distinct count	14
Unique (%)	10.8%
Missing (%)	0.0%
Missing (n)	0
Infinite (%)	0.0%
Infinite (n)	0

Mean	1.576923077
Minimum	0
Maximum	48
Zeros (%)	78.5%

Toggle details

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
Median	0
Q3	0
95-th percentile	8
Maximum	48
Range	48
Interquartile range	0

Descriptive statistics

Standard deviation	5.269284088
Coef of variation	3.341497227
Kurtosis	48.29389628
Mean	1.576923077
MAD	2.54556213
Skewness	6.17834144
Sum	205
Variance	27.7653548
Memory size	1.1 KiB

Histogram with fixed size bins (bins=14)

Histogram with variable size bins (bins=[ 0. 0.5 1.5 8.5 48. ], "bayesian blocks" binning strategy used)

Value	Count	Frequency (%)
0	102	78.5%
1	8	6.2%
6	3	2.3%
8	3	2.3%
3	2	1.5%
7	2	1.5%
4	2	1.5%
13	2	1.5%
16	1	0.8%
9	1	0.8%
Other values (4)	4	3.1%

Minimum 5 values

Value	Count	Frequency (%)
0	102	78.5%
1	8	6.2%
2	1	0.8%
3	2	1.5%
4	2	1.5%

Maximum 5 values

Value	Count	Frequency (%)
48	1	0.8%
21	1	0.8%
16	1	0.8%
13	2	1.5%
9	1	0.8%

ntkn_count
Highly correlated

This variable is highly correlated with loc_count and should be ignored for analysis

Correlation	0.9135716037

nw_count
Constant

This variable is constant and should be ignored for analysis

Constant value	0.0

tdb_check
Boolean

Distinct count	2
Unique (%)	1.5%
Missing (%)	0.0%
Missing (n)	0

True	128
False	2

Toggle details

Value	Count	Frequency (%)
True	128	98.5%
False	2	1.5%

tob_check
Boolean

Distinct count	2
Unique (%)	1.5%
Missing (%)	0.0%
Missing (n)	0

False	82
True	48

Toggle details

Value	Count	Frequency (%)
False	82	63.1%
True	48	36.9%

ttb_check
Highly correlated

This variable is highly correlated with nnt_count and should be ignored for analysis

Correlation	0.9299802754

Count
Matrix

First rows

	bloc_count	cdat_count	cdct_count	cdnt_count	cloc_count	cluster_prediction	df_index	dpt_count	etp_count	loc_count	nco_count	ngp_count	ni_count	nif_count	ninp_count	nkeys_count	nsh_count	ntkn_count	tdb_check	tob_check	ttb_check
0	11.0	0.0	0.0	9.0	8.0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\agentless.yaml	8.0	4.77	114.0	0.0	3.0	0.0	9.0	13.0	114.0	13.0	159.0	False	False	False
1	12.0	8.0	0.0	0.0	7.0	1	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\artifacts (2).yaml	4.0	6.87	85.0	0.0	0.0	0.0	0.0	0.0	61.0	0.0	367.0	True	True	False
2	12.0	8.0	0.0	0.0	7.0	1	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\artifacts (3).yaml	4.0	6.87	85.0	0.0	0.0	0.0	0.0	0.0	61.0	0.0	367.0	True	True	False
3	3.0	1.0	0.0	0.0	6.0	1	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\artifacts (4).yaml	6.0	5.63	67.0	0.0	11.0	0.0	0.0	0.0	54.0	0.0	182.0	True	True	False
4	2.0	1.0	0.0	0.0	0.0	2	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\artifacts (5).yaml	3.0	3.70	7.0	0.0	0.0	0.0	0.0	0.0	6.0	0.0	13.0	True	True	False
5	12.0	8.0	0.0	0.0	7.0	1	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\artifacts.yaml	4.0	6.87	85.0	0.0	0.0	0.0	0.0	0.0	61.0	0.0	367.0	True	True	False
6	19.0	0.0	15.0	0.0	5.0	1	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\capabilities (2).yaml	6.0	7.45	326.0	8.0	26.0	1.0	0.0	0.0	248.0	0.0	1216.0	True	True	False
7	19.0	0.0	15.0	0.0	5.0	1	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\capabilities (3).yaml	6.0	7.45	326.0	8.0	26.0	1.0	0.0	0.0	248.0	0.0	1216.0	True	True	False
8	6.0	0.0	3.0	0.0	8.0	1	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\capabilities (4).yaml	6.0	5.86	46.0	0.0	3.0	1.0	0.0	0.0	38.0	0.0	117.0	True	True	False
9	2.0	0.0	1.0	0.0	0.0	2	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\capabilities (5).yaml	2.0	2.00	3.0	0.0	0.0	0.0	0.0	0.0	3.0	0.0	4.0	True	True	False

Last rows

	bloc_count	cdct_count	cddt_count	cdnt_count	cdrt_count	cloc_count	cluster_prediction	df_index	dpt_count	etp_count	loc_count	nc_count	nc_max	nc_mean	nco_count	ncys_count	ngc_count	ngp_count	ni_count	nif_count	ninp_count	nkeys_count	nn_count	nnt_count	nout_count	nrq_count	nscm_count	nsh_count	ntkn_count	tdb_check	tob_check	ttb_check
120	12.0	0.0	0.0	0.0	0.0	6.0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types (7).yml	6.0	5.63	72.0	0.0	0.0	0.00	0.0	0.0	0.0	9.0	3.0	0.0	6.0	77.0	5.0	4.0	0.0	4.0	0.0	0.0	139.0	True	False	True
121	8.0	1.0	0.0	1.0	0.0	3.0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types (8).yaml	6.0	5.44	32.0	0.0	0.0	0.00	2.0	0.0	1.0	2.0	1.0	0.0	0.0	31.0	0.0	0.0	0.0	0.0	0.0	0.0	56.0	True	False	False
122	12.0	0.0	0.0	0.0	0.0	9.0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types (8).yml	7.0	5.87	71.0	1.0	1.0	0.17	0.0	0.0	2.0	10.0	6.0	0.0	0.0	66.0	6.0	6.0	1.0	5.0	1.0	0.0	116.0	True	False	True
123	10.0	0.0	0.0	2.0	1.0	3.0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types (9).yaml	7.0	5.81	49.0	0.0	0.0	0.00	0.0	10.0	1.0	0.0	3.0	3.0	3.0	47.0	0.0	0.0	0.0	1.0	0.0	0.0	81.0	True	False	False
124	12.0	0.0	0.0	0.0	0.0	6.0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types (9).yml	6.0	5.26	53.0	0.0	0.0	0.00	0.0	0.0	0.0	3.0	4.0	0.0	0.0	49.0	7.0	5.0	0.0	6.0	0.0	0.0	83.0	True	False	True
125	11.0	2.0	1.0	8.0	5.0	10.0	1	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types.yaml	6.0	7.03	321.0	0.0	0.0	0.00	2.0	0.0	14.0	40.0	5.0	0.0	0.0	305.0	0.0	0.0	0.0	7.0	0.0	0.0	838.0	True	False	False
126	6.0	0.0	0.0	1.0	0.0	4.0	1	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\types.yml	8.0	7.21	103.0	0.0	0.0	0.00	1.0	4.0	0.0	9.0	3.0	1.0	14.0	96.0	0.0	0.0	0.0	0.0	0.0	4.0	422.0	True	False	False
127	32.0	0.0	0.0	1.0	0.0	4.0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\vcloud-valid-blueprint.yaml	9.0	6.90	229.0	0.0	0.0	0.00	0.0	0.0	0.0	23.0	4.0	0.0	18.0	243.0	0.0	0.0	0.0	0.0	0.0	6.0	492.0	True	False	False
128	69.0	0.0	0.0	2.0	0.0	1.0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\vcloud-walle-blueprint.yaml	9.0	7.30	585.0	0.0	0.0	0.00	0.0	0.0	0.0	41.0	4.0	0.0	71.0	636.0	0.0	0.0	0.0	0.0	0.0	8.0	1323.0	True	False	False
129	34.0	0.0	0.0	22.0	0.0	31.0	0	C:\Users\s145559\OneDrive - TU Eindhoven\School\JADS\Jaar 2\Thesis\RADON PROJECT\Data\\2. Total Industry\walle-types.yaml	7.0	6.54	157.0	0.0	0.0	0.00	0.0	0.0	0.0	11.0	0.0	0.0	0.0	150.0	0.0	0.0	0.0	0.0	0.0	0.0	250.0	False	False	False

Overview

Variables

Correlations

Missing values

Sample

First rows

Last rows